AI Visibility Scorecard
GM/OS — TTRPG & D&D Campaign Manager
gamemasteros.com · Technology
Borderline visible. AI bots can crawl GM/OS — TTRPG & D&D Campaign Manager, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 2 times
Claude
#2,265,832 of 2,705,505 in Technology for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
0
AI Adoption
iNone detected · 0/100
About GM/OS — TTRPG & D&D Campaign Manager
from our crawl and measurement
"A TTRPG campaign manager and dungeon master toolkit, built for D&D 5e and any tabletop RPG: worldbuilding, session prep, a live battle map, initiative, and dice. Free to start." That is how GM/OS TTRPG & D&D Campaign Manager introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
On the page it is passable on a partly stated business identity and basic crawler access. What holds it back is a heading structure that lays out what it offers, structured data describing the business, credibility markers like credentials or reviews and sitemaps and entity links AI can follow.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3.5/10, GM/OS — TTRPG & D&D Campaign Manager is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for GM/OS — TTRPG & D&D Campaign Manager
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/gamemasteros
Cite this score: Engagemii (2026). "AEO Score for GM/OS — TTRPG & D&D Campaign Manager." Retrieved from https://engagemii.com/aeo/brands/gamemasteros
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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